SOTAVerified

Fairness

Papers

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Showing 3401–3425 of 5676 papers

TitleStatusHype
Fairness in Monotone k-submodular Maximization: Algorithms and Applications—0
Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System—0
Fairness in Multi-Agent Planning—0
Fairness in Multi-agent Reinforcement Learning for Stock Trading—0
Fairness in Multi-Agent Sequential Decision-Making—0
Fairness in Preference-based Reinforcement Learning—0
Fairness in Ranking: A Survey—0
Fairness in Recommendation: Foundations, Methods and Applications—0
Fairness in Recommendation Ranking through Pairwise Comparisons—0
Fairness in Reinforcement Learning—0
Fairness in Reinforcement Learning—0
Fairness in Reinforcement Learning: A Survey—0
Fairness in Reinforcement Learning with Bisimulation Metrics—0
Fairness in Representation for Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling—0
Fairness in representation: quantifying stereotyping as a representational harm—0
Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination—0
Fairness in Streaming Submodular Maximization: Algorithms and Hardness—0
Fairness in Streaming Submodular Maximization over a Matroid Constraint—0
Fairness in Submodular Maximization over a Matroid Constraint—0
Fairness in Supervised Learning: An Information Theoretic Approach—0
Fairness in Survival Analysis: A Novel Conditional Mutual Information Augmentation Approach—0
Fairness in TabNet Model by Disentangled Representation for the Prediction of Hospital No-Show—0
Fairness, Integrity, and Privacy in a Scalable Blockchain-based Federated Learning System—0
Fairness in the Eyes of the Data: Certifying Machine-Learning Models—0
Fairness in Visual Clustering: A Novel Transformer Clustering Approach—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified